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Opportunities and pitfalls of multi-core scaling using hardware transaction memory 13

Opportunities and pitfalls of multi-core scaling using hardw...

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4th Asia-Pacific Workshop on systems, APSys 2013

作者： Wang, Zhaoguo Qian, Hao Chen, Haibo Li, Jinyang School of Computer Science Fudan University China Institute of Parallel and Distributed Systems Shanghai Jiao Tong University China Department of Computer Science New York University United States

ISBN: (纸本)9781450323161

Hardware transactional memory, which holds the promise to simplify and scale up multicore synchronization, has recently become available in main stream processors in the form of Intel's restricted transactional memory (RTM). Will RTM be a panacea for multicore scaling? This paper tries to shed some light on this question by studying the performance scalability of a concurrent skip list using competing synchronization techniques, including fine-grained locking, lock-free and RTM (using both Intel's RTM emulator and a real RTM machine). Our experience suggests that RTM indeed simplifies the implementation, however, a lot of care must be taken to get good performance. Specifically, to avoid excessive aborts due to RTM capacity miss or conflicts, programmers should move memory allocation/deallocation out of RTM region, tuning fallback functions, and use compiler optimization. Copyright 2013 ACM.

关键词： Storage allocation (computer)

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A search-based approach for architectural design of feedback control concerns in Self-Adaptive systems

A search-based approach for architectural design of feedback...

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2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing systems, SASO 2013

作者： Andrade, Sandro S. De A. Macedo, Raimundo Jose GSORT Distributed Systems Group Federal Institute of Education Science and Technology of Bahia Salvador-Ba Brazil Department of Computer Science Federal University of Bahia Salvador-Ba Brazil

ISBN: (纸本)9780769551296

A number of approaches for endowing systems with self-Adaptive behavior have been proposed over the past years. Among such efforts, architecture-centric solutions with explicit representation of feedback loops have currently been advocated as a promising research landscape. Although noteworthy results have been achieved on some fronts, the lack of systematic representations of architectural knowledge and effective support for well-informed trade-off decisions still poses significant challenges when designing modern self-Adaptive systems. In this paper, we present a systematic and flexible representation of design dimensions related to feedback control concerns, a set of metrics which estimate quality attributes of resulting automated designs, and a search-based approach to find out a set of Pareto-optimal candidate architectures. The proposed approach has been fully implemented in a supporting tool and a case study with a self-Adaptive cloud computing environment has been undertaken. The results indicate that our approach effectively captures the most prominent degrees of freedom when designing self-Adaptive systems, helps to elicit effective subtle designs, and provides useful support for early analysis of trade-off decisions. © 2013 IEEE.

关键词： Economic and social effects

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IibARA: A framework for simulation and testbed based studies on ant routing algorithms in wireless multi-hop networks 7

IibARA: A framework for simulation and testbed based studies...

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7th International Conference on Performance Evaluation Methodologies and Tools, VALUETOOLS 2013

作者： Frey, Michael Große, Friedrich Günes, Mesut Department of Computer Science Humboldt-Universität zu Berlin Unter den Linden 6 Berlin10099 Germany Distributed Embedded Systems Institute of Computer Science Freie Universität Berlin Takustrasse 9 Berlin14195 Germany

ISBN: (纸本)9781936968480

Routing in wireless multi-hop networks has been an active area of research over the last decade. Although, many test-beds were setup recently, the knowledge about the dynamic behavior of routing algorithms and the performance evaluation were mainly done via simulation. Simulation studies are imperative to understand important aspects of the algorithms, but are limited in certain aspects of the physical environment. Therefore, it is necessary to study routing algorithms also in a more realistic environment, in a testbed. Unfortunately, studying algorithms both in simulation and testbed raises multiple challenges. Particularly, the code base of the routing algorithm differ in both environments, which may lead to different behavior of the same routing algorithm. In this paper we introduce libARA, a framework that supports simulation and testbed experiments to study ant routing algorithms on the very same code base. Thus, the logic of the routing algorithm is the same, but works on two different environments. This is important to keep the results from both environments comparable and thus to increase the insight into the behavior of the algorithm. The main goal of the framework is to investigate the scalability and adaptability of ant routing algorithms. Copyright © 2013 ICST.

关键词： Routing algorithms

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Reliable speculative processing of out-of-order event streams in generic publish/subscribe middlewares 13

Reliable speculative processing of out-of-order event stream...

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7th ACM International Conference on distributed Event-Based systems, DEBS 2013

作者： Mutschler, Christopher Philippsen, Michael University of Erlangen-Nuremberg Department of Computer Science Programming Systems Group Erlangen Germany Fraunhofer Institute for Integrated Circuits IIS Locating and Communication Department Sensor Fusion and Event Processing Group Erlangen Germany

ISBN: (纸本)9781450317580

In surveillance, sports, finances, etc., distributed event-based systems are used to detect meaningful events with low latency in high data rate event streams. Both known approaches to deal with the predominant out-of-order event arrival at the distributed detectors have their shortcomings: buffering approaches introduce latencies for event ordering and stream revision approaches may result in system overloads due to unbounded retraction cascades. This paper presents a speculative processing technique for out-of-order event streams that enhances typical buffering approaches. In contrast to other stream revision approaches our novel technique encapsulates the event detector, uses the buffering technique to delay events but also speculatively processes a portion of it, and adapts the degree of speculation at runtime to fit the available system resources so that detection latency becomes minimal. Our technique outperforms known approaches on both synthetical data and real sensor data from a Realtime Locating System (RTLS) with several thousands of out-of-order sensor events per second. Speculative buffering exploits system resources and reduces latency by 40% on average. Copyright © 2013 ACM.

关键词： Middleware

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Big data analytics as a service: Exploring reuse opportunities

Big data analytics as a service: Exploring reuse opportuniti...

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IEEE International Conference on Information Reuse and Integration (IRI)

作者： Ling Liu Distributed Data Intensive Systems Lab School of Computer Science College of Computing Georgia Institute of Technology USA

Summary form only given. As data scientists, we live in interesting times. Data has been the No. 1 fast growing phenomenon on the Internet for the last decade. Big data analytics have the potential to reveal deep insights hidden by big data that exceeds the processing capacity of existing systems, such as peer influence among customers, revealed by analyzing shoppers' transactions, social and geographical data. In the past 40 years, data was primarily used to record and report business activities and scientific events, and in the next 40 years data will be used also to derive new insights, to influence business decisions and to accelerate scientific discovery. The key challenge is to provide the right platforms and tools to make reasoning of big data easy and simple. In this keynote talk, I will explore reuse opportunities and challenges from multiple dimensions towards delivering big data analytics as a service. I will illustrate by example the importance and challenges of utilizing programmable algorithm abstractions for many seemingly domain-dependent data analytics tasks. Another reuse opportunity is to exploit unconventional data structures and big data processing constructs to simplify and speed up the big data processing.

关键词： Internet data analysis data structures

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Approximating the geographical area of a wireless ad-hoc network

Approximating the geographical area of a wireless ad-hoc net...

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IEEE International Conference on Wireless and Mobile Computing, Networking And Communications (WiMob)

作者： Joanna Geibig Bratislav Milic Department of Parallel and Distributed Systems Zuse Institute Berlin Germany Department of Computer Science Humboldt University of Berlin Germany

Wireless ad-hoc networks are typically deployed in a decentralized way, without an authority that determines the location of nodes or the time they join the network. Additionally, existing nodes may fail during network lifetime. Consequently, the geographical span (area) of the network is irregular and unknown. However, if known, this information can be used to improve efficiency of many wireless applications; in some existing applications this information is necessary for their operation in the real use cases. For this purpose, we propose a distributed algorithm that determines the geographical network area. It is the first algorithm that simultaneously discovers network border, approximates the network area with a data structure of a constant size, and disseminates this information to all network nodes. Our algorithm uses only the nodes' local information, has a constant computational complexity and is resilient to link unreliability. The algorithm is evaluated by simulation on realistic network topologies of different sizes. The simulations demonstrate that the algorithm has high accuracy in its estimation of the network area, scales well with the number of nodes, and that it creates a low communication overhead.

关键词： Decision support systems Conferences Mobile communication Wireless communication Handheld computers

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Mobile Cloud Networking: Mobile network, compute, and storage as one service on-demand

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2013 Annual Future Internet Assembly, FIA 2013

作者： Jamakovic, Almerima Bohnert, Thomas Michael Karagiannis, Georgios University of Bern Communication and Distributed Systems Group Institute of Computer Science and Applied Mathematics Neubrückstrasse 10 CH-3012 Bern Switzerland Zurich University of Applied Sciences ZHAW/ICCLab Institute of Information Technology Obere Kirchgasse 2 CH-8400 Winterthur Switzerland University of Twente Design and Analysis of Communication Systems Group Faculty for Electrical Engineering Mathematics and Computer Science P.O. Box 217 7500 AE Enschede Netherlands

ISBN: (纸本)9783642380815

The Future Communication Architecture for Mobile Cloud Services: Mobile Cloud Networking (MCN)1 is a EU FP7 Large-scale Integrating Project (IP) funded by the European Commission. MCN project was launched in November 2012 for the period of 36 month. In total top-tier 19 partners from industry and academia commit to jointly establish the vision of Mobile Cloud Networking, to develop a fully cloud-based mobile communication and application platform. © The Author(s).

关键词： Mobile telecommunication systems

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Resource-oriented consistency analysis of engineering processes

Resource-oriented consistency analysis of engineering proces...

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14th International Conference on Enterprise Information systems, ICEIS 2012

作者： Bauer, Bernhard Eisenbarth, Thomas Frenzel, Christoph Honke, Benjamin Programming Distributed Systems Lab. Institute of Computer Science University of Augsburg Augsburg Germany

ISBN: (纸本)9789898565105

A number of popular engineering processes and methodologies emerged over the past years which attracted interest in research and industry. For process enactment, enterprises have to match requirements of engineering processes with existing resources. Therefore, it has to be analyzed if employees have sufficient skills or if infrastructure has sufficient capabilities to match the requirements of a situational process. Both, maintaining a skill and resource database and matching requirements against this database are an enormously challenging and time-consuming task. Additionally, this matching has to be carried out regularly as employees join and leave the company and skills change over time. Based upon a formal, logical base, we present an approach that combines ontological and metamodeling technical spaces and enables an automatic analysis of engineering processes regarding the existence of necessary resources.

关键词： Ontology

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Measurement-based interference modeling using channel occupancy in wireless mesh networks

Measurement-based interference modeling using channel occupa...

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13th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2012

作者： Juraschek, Felix Günes, Mesut Blywis, Bastian Institute of Computer Science Distributed Embedded Systems Freie Universität Berlin Humboldt Universität Berlin Germany

ISBN: (纸本)9781467312394

We introduce a linear measurement-based method for interference estimation in wireless mesh networks. The approach is based on measuring the channel occupancy and requires only O(n) measurements for a network with n nodes, thus making it suitable for large network deployments. We show, how we utilize the carrier sensing mechanism of commodity IEEE 802.11 hardware to measure the channel occupancy. Based on the measurements, we develop the Channel Occupancy Interference Model (COIM). The model is validated in the DES-Testbed, a wireless mesh network with 128 multi-radio network nodes at the Freie Universität Berlin. The validation shows, that the model is capable of predicting interfering nodes in the communication and also in the interference range. Additionally, our evaluation shows that the often used 2-hop interference model is too pessimistic for indoor network deployments, about 60% of the 2-hop neighbors are not interferers in our set-up. © 2012 IEEE.

关键词： MESH networking

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Defending against VM rollback attack

Defending against VM rollback attack

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2012 IEEE/IFIP 42nd International Conference on Dependable systems and Networks Workshops, DSN-W 2012

作者： Xia, Yubin Liu, Yutao Chen, Haibo Zang, Binyu Institute of Parallel and Distributed Systems Shanghai Jiao Tong University China School of Computer Science Fudan University China

ISBN: (纸本)9781467322645

Recently it became a hot topic to protect VMs from a compromised or even malicious hypervisor. However, most previous systems are vulnerable to rollback attack, since it is hard to distinguish from normal suspend/resume and migration operations that an IaaS platform usually offers. Some of the previous systems simply disable these features to defend rollback attack, while others heavily need user involvement. In this paper, we propose a new solution to make a balance between security and functionality. By securely logging all the suspend/resume and migration operation inside a small trusted computing base, a user can audit the log to check malicious rollback and constrain the operations on the VMs. The solution considers several practical issues including hardware limitations and minimizing user's interaction, and has been implemented on a recent VM protection system. © 2012 IEEE.

关键词： User Involvement Surgery Vulnerable Virtual machine monitors protection system

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